Obesity alone may no longer be linked to a high risk of death in women, according to research published in the Nov. 2010 Medicine & Science in Sports & Exercise, the official journal of the American College of Sports Medicine. Researchers now suggest cardiovascular fitness level, not just a woman's size, may actually be the key predictor of health level and overall risk for death.